FINANCIAL AI • RISK HEDGING

High-Frequency Risk Hedging Agent

Autonomous financial risk management agent evaluating Value-at-Risk (VaR) thresholds and auto-executing portfolio hedges under volatility spikes.

Problem Statement

Hedge funds managing multi-asset portfolios faced sudden drawdown spikes during macroeconomic market volatility, where human risk managers failed to adjust hedge ratios quickly enough.

Solution & Architecture

Rohit constructed a **Stateful LangGraph Hedging Agent**:

  • VaR Threshold Monitor: PyTorch time-series model continuously calculating 99% VaR and expected shortfall.
  • Broker API Tool Execution: Auto-executes index option hedges and futures re-balancing when volatility exceeds preset risk limits.

Verified Customer Testimonial

"Rohit's risk hedging agent protected our fund during a major market flash crash. The system automatically triggered options hedges in seconds, saving our fund over $1.8M in net drawdown. Easily the best AI investment we've made."

David Chen

Quantifiable Results

-$1.8M
Drawdown Prevented
< 3s
Hedge Execution
100%
VaR Compliance

Project Specs

Category: Financial AI & Risk
Status: Active Production
Architect: Rohit
Tech Stack Used
LangGraph PyTorch Risk API

Inquire Risk Agent

Schedule a session with Rohit to implement automated risk hedging.

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